SOTAVerified

Document Ranking

Sort documents according to some criterion so that the "best" results appear early in the result list displayed to the user (Source: Wikipedia).

Papers

Showing 5160 of 168 papers

TitleStatusHype
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationCode0
BERT Rankers are Brittle: a Study using Adversarial Document PerturbationsCode0
HARE: a Flexible Highlighting Annotator for Ranking and ExplorationCode0
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session SearchCode0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
Cross-lingual Information Retrieval with BERTCode0
CEDR: Contextualized Embeddings for Document RankingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Query-doc RobeCzech (Roberta-base)P@1046.73Unverified
2Query-doc Small-E-Czech (Electra-small)P@1046.3Unverified
3Siamese Small-E-Czech (Electra-small)P@1045.26Unverified
#ModelMetricClaimedVerifiedStatus
1XLNetERR@2020.28Unverified